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ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

qwen3.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_M

Good

Mar 6, 2026 · Apple M4 Pro

Global Score
66 vs 72
Hardware Fit
51 vs 89
Quality Score
73 vs 65

Hardware

ornith-1.5-9b_hybr… qwen3.5-9b
MachineMicro-Star International Co., Ltd. MS-7C37Mac mini
CPUAMD Ryzen 9 3900X 12-Core ProcessorApple M4 Pro
Cores2414
RAM128 GB64 GB
GPUIntel(R) Arc(TM) Pro B70 GraphicsApple M4 Pro
OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4
Archx64arm64
Power Modebalancedbalanced

Performance

ornith-1.5-9b_hybr… qwen3.5-9b
Tokens/sec5.428.9
First chunk39 ms338 ms
TTFT940 ms338 ms
Load timeN/AN/A
Memory usage10.7 GB6.1 GB
Memory %8%10%

HW Fit Score Breakdown

ornith-1.5-9b_hybrid-im…

Speed
5/50
TTFT
16/20
Memory
30/30

qwen3.5-9b

Speed
39/50
TTFT
20/20
Memory
30/30

Quality

ornith-1.5-9b_hybrid-im…

Reasoning
14/20
Coding
14/20
Instruction
11/20
Structured
15/15
Math
9/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

qwen3.5-9b

Reasoning
17/20
Coding
15/20
Instruction
6/20
Structured
7/15
Math
12/15
Multilingual
8/10
Reasoning: Strong Coding: Adequate Instruction Following: Weak Structured Output: Weak Math: Strong Multilingual: Strong
View ornith-1.5-9b_hybr… details | View qwen3.5-9b details

Run yours and compare

$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest